Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack

Samurdhi Karunaratne, Enes Krijestorac, Danijela Cabric

Physical layer authentication relies on detecting unique imperfections in signals transmitted by radio devices to isolate their fingerprint. Recently, deep learning-based authentic…